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Crop yield, soil data, pest surveillance, livestock, food composition, precision farming
16,812 datasets
Seok-Jae Oh published a prospective cohort study on figshare in 2026. The dataset contains results from 4,666 participants in the Ansan-Anseong cohort, analyzing the relationship between kimchi consumption and cholesterol-related health outcomes. The analysis used Cox proportional hazards models to calculate hazard ratios.
OpenStreetMap data for Singapore, last updated May 2026, includes named cities, towns, villages, suburbs, and residential land areas. The dataset is an export by the Humanitarian OpenStreetMap Team (HOT) and is useful for providing geographic context for settlements. Completeness of the underlying map data varies by region, with urban areas typically being more complete than remote areas.
New South Wales is covered by a raster GIS model predicting the likelihood of scarred trees prior to European colonization. The model is part of the Aboriginal Sites Decision Support Tool suite, produced by the NSW Department of Planning, Industry and Environment in 2020 at 50-meter resolution. Cell values range from 0 to 1000, indicating relative likelihood rather than probability.
OpenStreetMap data provides a free, volunteer-built map of North Korean populated places. The dataset includes named cities, towns, villages, suburbs, and residential land areas, exported by the Humanitarian OpenStreetMap Team. Completeness likely varies, with urban areas potentially better mapped than remote regions.
31 sites in the upper Tennessee River basin of southwest Virginia, USA, provide data on the indirect effects of agricultural conservation practices on stream health. The dataset includes measurements of water quality, instream habitat, and macroinvertebrate communities, collected by researcher Joshua Mouser. It was last updated on 2026-05-28.
Forty targeted per- and polyfluoroalkyl substances (PFAS) were analyzed in weekly water samples collected from mid-April to the end of November 2023 at four sites along the South Skunk River–Ioway Creek system in central Iowa. The dataset, authored by Abdullahi Adeola, includes spatial, seasonal, and hydrologic analysis of PFAS concentrations, loads, and yields, with fourteen PFAS detected. Results indicate the Ames wastewater treatment plant is likely the dominant PFAS source in this mixed-use agricultural-urban watershed.
OpenStreetMap exports of settlements and residential areas in South Korea, provided by the Humanitarian OpenStreetMap Team (HOT). The data includes named cities, towns, villages, suburbs, and residential land areas tagged with `place=*` and `landuse=residential`. It was last updated on 2026-05-14.
Protected areas across Canada were identified using the Canadian Council on Ecological Areas CARTS geodatabase. This web map layer, classified as Protected (Managed Forest Code 20), was used in the Story Map of Forest Management in Canada, 2017. Data was provided by provincial and territorial forestry ministries across Canada, including Alberta Agriculture and Forestry and Natural Resources Canada.
372 Mg ha^-1 is the estimated total biomass density derived from survey data of trees with a diameter at breast height (DBH) greater than 35 cm across 392 hectares in the Tapajos National Forest, Brazil. The dataset, part of the LBA-ECO project, focuses on quantifying forest biomass to understand its role in the global carbon cycle. It includes estimates for various plant compartments and an analysis of uncertainty, with major sources identified in allometric relations and root biomass estimation.
2001-2004 measurements compare greenhouse gas emissions from slash-and-burn and chop-and-mulch farming systems in the Amazon Basin. Global warming potential CO2-equivalent emissions were at least five times lower in the chop-and-mulch system, while crop yields remained similar. The dataset includes soil fluxes of methane, nitric oxide, and nitrous oxide, along with data on fertilizer and fuel use.
A 9.0 KB C++ script implementing a soil Volumetric Water Content calibration filter and telemetry framework. Authored by Jamie Davis and last updated on 2026-05-28, it is designed for automated smart agriculture and soil sensor networks. The code simulates a 24-hour agricultural field stream to test compensation logic for salinity and temperature distortions.
The Aboriginal Sites Decision Support Tool (ASDST) provides raster GIS models predicting the likelihood of Aboriginal cultural heritage features across New South Wales. Developed by the NSW Department of Planning, Industry and Environment, the current Version 7.5 was produced in 2020 at 50-meter resolution. It includes separate models for features like scarred trees, rock art, and burials, with cell values from 0 to 1000 indicating relative likelihood.
NASA provides county-level estimates of woody biomass density and pools for eastern U.S. forests. The dataset covers 2,009 counties across 33 states, derived from USDA Forest Service inventory data collected between 1983 and 1996. It includes aboveground and belowground biomass for hardwood and softwood forest categories, calculated using regression-based biomass expansion factors.
10,280 anonymized wildlife samples collected near infected dairy and poultry farms from March 2024 through April 2025. The dataset includes sample-level and premises-level data, CT values for detections, and GenBank accession lists for phylogenomic analysis. It was authored by Aaron Westmoreland and published on figshare in May 2026.
Xiao-Rong Huang published experimental data on figshare in 2026 investigating the protective role of macrophage autophagy in acute kidney injury. The dataset includes results from mouse models with macrophage-specific autophagy deficiency, adoptive transfer experiments, and in vitro studies on bone marrow-derived macrophages. It contains measurements of serum creatinine, renal tubule injury scores, macrophage infiltration, and inflammatory factor expression.
An OpenStreetMap export of water features across Ecuador, including rivers, streams, canals, lakes, and ponds. The data is compiled by the Humanitarian OpenStreetMap Team (HOT) and was last updated on 2026-05-15. Completeness varies by region, with urban areas likely being more comprehensively mapped than remote areas.
OpenStreetMap exports provide sea ports and ferry terminals for Timor-Leste, tagged via `amenity`, `building`, or `port`. The Humanitarian OpenStreetMap Team (HOT) maintains this data, which was last updated on 2026-05-15. Completeness varies by region, with urban areas likely being better mapped than remote areas.
Guadeloupe's waterways and water bodies, exported from OpenStreetMap. The dataset includes rivers, streams, canals, lakes, and ponds tagged with `waterway`, `water`, or `natural=water`. It was last updated on 2026-05-15 by the Humanitarian OpenStreetMap Team.
Timor-Leste's road network exported from OpenStreetMap. The data includes all features tagged with `highway`, such as motorways, residential streets, service roads, footways, and trails. It was compiled by the Humanitarian OpenStreetMap Team and last updated on 2026-05-15.
OpenStreetMap exports provide the road network across Yemen, including features tagged with 'highway' such as motorways, residential streets, and footways. The Humanitarian OpenStreetMap Team (HOT) compiled this data, which was last updated on 2026-05-15. Completeness of the map varies by region, with urban areas likely being more detailed than remote ones.